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基于质谱的血清蛋白质组学特征作为接受免疫治疗的非小细胞肺癌患者生存的潜在生物标志物。

Mass spectrometry-based serum proteomic signature as a potential biomarker for survival in patients with non-small cell lung cancer receiving immunotherapy.

作者信息

Chae Young Kwang, Kim Won Bin, Davis Andrew A, Park Lee Chun, Anker Jonathan F, Simon Nicholas I, Rhee Kyunghoon, Song Junho, Cho Anderson, Chang Sangmin, Ko Taeyeong, Oh Michael, Bhave Manali, Viveiros Pedro

机构信息

Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.

Division of Hematology/Oncology, Internal Medicine, Kosin University, Busan, Republic of Korea.

出版信息

Transl Lung Cancer Res. 2020 Aug;9(4):1015-1028. doi: 10.21037/tlcr-20-148.

Abstract

BACKGROUND

VeriStrat test is a serum assay which uses a mass spectrometry (MS)-based proteomic signature derived from machine learning. It is currently used as a prognostic marker for patients with non-small cell lung cancer (NSCLC) receiving chemotherapy. However, little is known about its role for NSCLC patients receiving immune checkpoint inhibitors (ICIs).

METHODS

This is a retrospective study that includes 47 patients with advanced stage NSCLC without an activating EGFR mutation, who underwent the VeriStrat test from 2016 to 2018. Spectra from blood samples were evaluated to assign patients into the VeriStrat 'Good' (VS-G) or VeriStrat 'Poor' (VS-P) risk group. The clinical outcomes of 32 patients who received programmed cell death 1 (PD-1) inhibitors nivolumab or pembrolizumab were analyzed by VeriStrat status.

RESULTS

The VS-G group demonstrated significantly higher progression-free survival (PFS) and overall survival (OS) compared to the VS-P group among overall NSCLC patients regardless of treatment (median PFS of 7.1 . 4.2 months, P=0.013, and median OS, not reached . 17.2 months, P=0.012). Among NSCLC patients treated with ICIs, VS-G classification was associated with significantly increased PFS in comparison to VS-P classification (median PFS of 6.2 . 3.0 months, P=0.012), while the differences in OS trended towards significance (median OS, not reached . 16.5 months P=0.076). Multivariate analysis showed that the VeriStrat status was significantly correlated with PFS and OS in NSCLC patients treated with ICIs (P=0.017, P=0.034, respectively).

CONCLUSIONS

MS-based serum proteomic signature has potential as a biomarker for survival outcome in NSCLC patients receiving immunotherapy.

摘要

背景

VeriStrat检测是一种血清检测方法,它利用基于机器学习的质谱(MS)蛋白质组学特征。目前,它被用作接受化疗的非小细胞肺癌(NSCLC)患者的预后标志物。然而,对于接受免疫检查点抑制剂(ICI)治疗的NSCLC患者,其作用知之甚少。

方法

这是一项回顾性研究,纳入了47例无EGFR激活突变的晚期NSCLC患者,这些患者在2016年至2018年期间接受了VeriStrat检测。对血样的光谱进行评估,将患者分为VeriStrat“良好”(VS-G)或VeriStrat“不良”(VS-P)风险组。根据VeriStrat状态分析了32例接受程序性细胞死亡1(PD-1)抑制剂纳武单抗或派姆单抗治疗患者的临床结局。

结果

在所有NSCLC患者中,无论治疗情况如何,VS-G组的无进展生存期(PFS)和总生存期(OS)均显著高于VS-P组(中位PFS分别为7.1个月和4.2个月,P=0.013;中位OS未达到和17.2个月,P=0.012)。在接受ICI治疗的NSCLC患者中,与VS-P分类相比,VS-G分类与PFS显著增加相关(中位PFS分别为6.2个月和3.0个月,P=0.012),而OS差异有统计学意义的趋势(中位OS未达到和16.5个月,P=0.076)。多因素分析显示,在接受ICI治疗的NSCLC患者中,VeriStrat状态与PFS和OS显著相关(分别为P=0.017,P=0.034)。

结论

基于MS的血清蛋白质组学特征有潜力作为接受免疫治疗的NSCLC患者生存结局的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b71/7481587/64d835070c7c/tlcr-09-04-1015-f1.jpg

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